dstack
dstack copied to clipboard
dstackai
dstack is an open-source alternative to Kubernetes, designed to simplify development, training, and deployment of AI across any cloud or on-prem. It supports NVIDIA, AMD, and TPU.
### Problem I'm encountering a dependency conflict due to incompatible versions of `pydantic` between dstack and another package my project relies on. Specifically: - My project (`aana` version 0.2.2.2) requires...
Consistent Indentation and Comments: Organized comments to clarify each section’s purpose, improving readability. Reduced Redundant Commands: Consolidated commands in RUN for faster layer creation and reduced image size. Metadata Labels:...
Conditional SSH Installation: By using the INSTALL_SSH build argument, SSH installation becomes optional, reducing security risks if SSH isn’t needed. Automatic Conda Environment Activation: Set the SHELL to bash and...
This issue outlines the major items planned for Q4 2024. For major bugs, see https://github.com/dstackai/dstack/labels/major - **Gateway & Services** - [ ] #1595 - [ ] #1762 - [ ]...
**Use case:** - As a user, I want to run a service/model and make it accessible to my project team. - I don't want to set up a domain. -...
### Steps to reproduce Run a two-replica service, but set requirements that will only match one instance. For example: 1. Provision a single-instance fleet. ```shell > cat fleets/cloud.dstack.yml type: fleet...
### Problem The runs list page (`/runs`) and run details page (`/projects//runs/`) only show details about one job from the run: backend, region, instance ID, price, etc. If the run...
### Problem I have noticed that this repository does not have a SECURITY.md file to help people guide through the proper pipeline to report bug to the moderators of this...
### Current `dstack` allows running custom Docker images by specifying them in the [`image`](https://dstack.ai/docs/reference/dstack.yml/dev-environment/#docker-image) property. However, not all images can be used. These are some of the image requirements: -...
### Problem As SSH fleets/fleet instances may be located in different data centers (that is, in different local networks), it would be useful to distinguish them. The `region(s)` property, which...
